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    Constrained Global Optimization: Algorithms and Applications

Constrained Global Optimization: Algorithms and Applications

Panos M. Pardalos
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      Global optimization is concerned with the characterization and computation of global minima or maxima of nonlinear functions. Such problems are widespread in mathematical modeling of real world systems for a very broad range of applications. The applications include economies of scale, fixed charges, allocation and location problems, quadratic assignment and a number of other combinatorial optimization problems. More recently it has been shown that certain aspects of VLSI chip design and database problems can be formulated as constrained global optimization problems with a quadratic objective function. Although standard nonlinear programming algorithms will usually obtain a local minimum to the problem , such a local minimum will only be global when certain conditions are satisfied (such as f and K being convex).
      Format: Paperback / softback CONTRIBUTORS: Panos M. Pardalos EAN: 9783540180951 COUNTRY: Germany PAGES: WEIGHT: 260 g HEIGHT: 235 cm
      PUBLISHED BY: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG DATE PUBLISHED: 1987-07-15 CITY: GENRE: MATHEMATICS / Number Systems WIDTH: 155 cm SPINE:

      Book Themes:

      Numerical analysis

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      Global optimization is concerned with the characterization and computation of global minima or maxima of nonlinear functions. Such problems are widespread in mathematical modeling of real world systems for a very broad range of applications. The applications include economies of scale, fixed charges, allocation and location problems, quadratic assignment and a number of other combinatorial optimization problems. More recently it has been shown that certain aspects of VLSI chip design and database problems can be formulated as constrained global optimization problems with a quadratic objective function. Although standard nonlinear programming algorithms will usually obtain a local minimum to the problem , such a local minimum will only be global when certain conditions are satisfied (such as f and K being convex).
      Format: Paperback / softback CONTRIBUTORS: Panos M. Pardalos EAN: 9783540180951 COUNTRY: Germany PAGES: WEIGHT: 260 g HEIGHT: 235 cm
      PUBLISHED BY: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG DATE PUBLISHED: 1987-07-15 CITY: GENRE: MATHEMATICS / Number Systems WIDTH: 155 cm SPINE:

      Book Themes:

      Numerical analysis

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